Senior Machine Learning Engineer at Binance - Apr 24

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Senior Machine Learning Engineer


Binance Jobs · Europe - Remote · Engineering & Modelling
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Job Overview

The ideal candidate will have deep expertise in machine learning and artificial intelligence, specifically in their application to production-level systems. As a Senior Machine Learning Engineer, you will play a critical role in designing, building, and implementing AI-based monitoring systems that optimize the performance and reliability of our services.

Responsibilities:

  • Design and develop advanced AI and machine learning models to monitor, analyze, and predict the performance and behavior of production services
  • Implement machine learning models in production systems, including model training, evaluation, and deployment
  • Proactively identify, diagnose, and remediate performance bottlenecks and software issues
  • Design, develop, and maintain state-of-the-art monitoring tools to ensure optimal performance of our production environment
  • Implement robust automation strategies for production testing, streamlining processes, and enhancing overall system efficiency

Requirements:

  • 3+ years of experience in data science, machine learning, or artificial intelligence
  • Proven track record of developing and deploying machine learning models in a production environment, specifically in system monitoring or related applications
  • Strong programming skills in Python or JS, including experience with machine learning libraries
  • Deep understanding of a wide array of machine learning algorithms, statistical methods, and their applications to real-world problems
  • Expertise in time series analysis and anomaly detection techniques
  • Excellent communication and presentation skills, with the ability to convey complex concepts to technical and non-technical stakeholders
  • Strong problem-solving and analytical abilities, along with a high level of attention to detail

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Binance Overview

Binance is globally recognized as the top provider of blockchain and cryptocurrency infrastructure, boasting a suite of financial products that notably include the world's most voluminous digital asset exchange. With a user base that reaches into the millions globally, Binance is committed to augmenting monetary freedom for its users. The platform offers an unparalleled selection of crypto-based services and products, which encompass various domains like trading and finance, education, data and research, social good, as well as investment and incubation. Additionally, it provides solutions for decentralization and infrastructure, among other offerings.

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